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Fair Multi-Exit Framework for Facial Attribute Classification


Jan 08, 2023
Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho

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Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System


Dec 19, 2022
Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti

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FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning


Dec 02, 2022
Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi

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Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation


Nov 15, 2022
Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen

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* Accepted to 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM'22) proceedings 

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ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images


Nov 03, 2022
An Zeng, Chunbiao Wu, Meiping Huang, Jian Zhuang, Shanshan Bi, Dan Pan, Najeeb Ullah, Kaleem Nawaz Khan, Tianchen Wang, Yiyu Shi, Xiaomeng Li, Guisen Lin, Xiaowei Xu

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* 17 pages, 12 figures, 4 tables 

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QuEst: Graph Transformer for Quantum Circuit Reliability Estimation


Oct 30, 2022
Hanrui Wang, Pengyu Liu, Jinglei Cheng, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, Xuehai Qian, David Z. Pan, Frederic T. Chong, Song Han

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* ICCAD 2022; 10 pages, 10 figures; code at https://github.com/mit-han-lab/torchquantum 

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Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis


Aug 24, 2022
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

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* arXiv admin note: substantial text overlap with arXiv:2202.07470 

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Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization


Aug 23, 2022
Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi

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* 8 pages, 2 figures 

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Distributed Contrastive Learning for Medical Image Segmentation


Aug 07, 2022
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu

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* arXiv admin note: substantial text overlap with arXiv:2204.10983 

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PAN: Pulse Ansatz on NISQ Machines


Aug 02, 2022
Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Yongshan Ding, Fred Chong, Song Han, Yiyu Shi, Xuehai Qian

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* 13 pages, 13 figures 

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